Tune Insight
- Company typePrivate
- Founded2021
- HeadquartersLausanne, Switzerland
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Tune Insight does
Tune Insight is a Swiss privacy-engineering company, spun out of EPFL's Laboratory for Data Security in 2021, that sells a federated data collaboration platform enabling healthcare, pharmaceutical, insurance, and government organizations to jointly analyze sensitive data without ever moving, centralizing, or exposing the underlying records. The platform is built on patented Multiparty Homomorphic Encryption (MHE) combined with secure multiparty computation, differential privacy, and federated learning, supported by the award-winning open-source Lattigo cryptography library maintained by the company. AI capabilities include Light Language Models for clinical text-to-code mapping, an AI-assisted cohort builder over SQL and SPARQL, retrieval-augmented generation on encrypted data, and synthetic data generation using MST algorithms, with a Python SDK for custom workflows.
The company serves four primary customer segments: hospitals and hospital networks running multi-center clinical studies and precision medicine research; the bio-pharmaceutical industry and CROs needing secure access to real-world patient data; healthcare software vendors that embed the platform via APIs and SDKs; and adjacent regulated sectors such as banking, insurance, and cybersecurity for fraud detection and threat-intelligence sharing. Named deployments span Swiss university hospitals (HUG, USZ, Inselspital, CHUV, Balgrist, University Children's Hospital Zurich), the Swiss Personalized Health Network, Swiss Re, Groupe Mutuel, and armasuisse, with active networks covering more than 3 million patients across nine European countries. Revenue is generated through enterprise subscription licensing of the platform, API/SDK integration fees for software partners, and professional services for implementation, with quote-based annual contracts typical of large European healthcare buyers. Go-to-market combines direct enterprise sales, channel partnerships (notably Softway Medical for French and European hospital IT), and participation in EU-funded consortia such as PRIVIDEMA, NAIPO, and PHASE IV AI.
Tune Insight firmographics
Firmographics- Name
- Tune Insight
- Legal name
- TUNE INSIGHT SA
- Website
- https://tuneinsight.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
Tune Insight industry classification
Industry- Product category
- Privacy-Preserving Healthcare Data Analytics
- NAICS
- Computer Systems Design and Related Services (5415), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Real-World Data (RWD) Platforms & Clinical Data Curation (HLACAIAJ)
- akta.pro secondary industries
- Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs) (HDAAAKAI), Bioinformatics & Multi-omics Analysis Software (HLAGAJAD), Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D) (HLAGAJAC)
Keywords
Where Tune Insight is headquartered
LocationHeadquarters
- HQ city
- Lausanne
- HQ country
- Switzerland
- HQ region
- Europe
Offices1 record
Markets served
Tune Insight business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Platform Licensing/Subscription: Federated health data platform licensing to healthcare institutions, bio-pharma companies, CROs, and software providers. Platform enables secure collaboration on sensitive data without data transfer.
- API/SDK Licensing: Software providers can integrate Tune Insight platform seamlessly using APIs and SDKs, paying for usage or integration capabilities.
- Professional Services: Implementation, consulting, and technical support services for healthcare institutions and partners deploying the platform.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise platform licensing with customizable features |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels6 records
Tune Insight product offering
Product offeringCore offering
Tune Insight operates a federated health data platform that enables healthcare institutions, bio-pharmaceutical companies, contract research organizations, software providers, and financial institutions to collaboratively analyze sensitive data without ever transferring, centralizing, or exposing it. The platform combines patented Multiparty Homomorphic Encryption, secure multiparty computation, differential privacy, and federated learning to support multi-centric clinical studies, real-world evidence generation, AI model validation, and fraud detection across borders.
Product overview
Tune Insight offers a unified federated health data platform augmented by specialized modules and open-source tools. The core Tune Insight Federated Health Data Platform enables secure, privacy-preserving collaboration on sensitive health data without data transfer. The platform integrates AI-assisted cohort building, advanced cryptography (multiparty homomorphic encryption, differential privacy), and supports multiple data models (OMOP, FHIR). Supporting the platform is the Lattigo Library, an open-source multiparty homomorphic encryption library in Go, which provides the cryptographic foundation for secure computation. The Python SDK extends the platform for custom workflow development. Together, these products enable healthcare institutions, researchers, and biopharma companies to perform collaborative analytics, AI model training, and clinical research while maintaining data sovereignty and regulatory compliance.
Differentiator
Problem solved
Functional benefit
Brands
- Lattigo: Open-source homomorphic encryption library implementing primitives based on Ring-Learning-With-Errors, including BFV, BGV and CKKS encryption schemes with multi-party versions for secure multiparty computing. Recognized for innovation and excellence in cryptography and data privacy.
Products and services
- Tune Insight Federated Health Data Platform Core federated health data space that enables healthcare institutions, CROs, bio-pharmaceutical companies, and researchers to analyze and exploit sensitive health data without transferring, centralizing, or exposing it. Combines multiparty homomorphic encryption, differential privacy, federated learning, AI-assisted cohort building, SQL/SPARQL query interfaces, and supports OMOP, FHIR, DICOM, and other medical data standards.
- Lattigo Library Open-source Go library implementing multiparty homomorphic encryption primitives based on Ring-Learning-With-Errors. Supports BFV, BGV, and CKKS encryption schemes with multi-party versions for secure distributed computation, including bootstrapping for iterative circuits on encrypted data. Award-winning cryptographic library maintained by Tune Insight.
- Python SDK Software development kit enabling custom workflows and analysis pipelines on the Tune Insight federated platform. Allows users and software providers to integrate proprietary algorithms, build specialized research applications, and extend platform capabilities.
Quantifiable outcome
- Up to 80% reduction in false positives for anti-money laundering through privacy-preserving collective intelligence
- +2 more outcomes
Companies that use Tune Insight
Customer profileNamed customers12 records
Segments5 records
Ideal customer profiles4 records
Tune Insight technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability7 records
Feature9 records
Tune Insight partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core and flagship.
- Softway MedicalcoreStrategic partnership with French digital healthcare leader to enable privacy-preserving data collaboration across European hospitals and research institutions. Joint solution uses privacy-by-design architecture with zero data transfer, federated analysis, and PETs. Aims to establish scalable European infrastructure for predictive medicine aligned with EHDS regulations.
- NAIPO Consortium (National AI Initiative for Precision Oncology)flagshipFlagship Innosuisse initiative led by EPFL AI Center and ETH AI Center. Tune Insight provides federated platform for AI-enhanced precision oncology across Switzerland. Consortium includes Swiss Data Science Center, University Hospitals of Basel/Bern/Geneva/Zürich, Roche, SOPHiA GENETICS, Debiopharm, and other hospitals/clinics.
- PRIVIDEMA ConsortiumcoreThree-year Horizon Europe project (€3.13M grant). Tune Insight serves as technical leader developing privacy-preserving cyber threat intelligence sharing for EU cybersecurity regulations. Consortium includes Thales, Technikon, iDAKTO, Sabanci University, University of Turku, and CEA.
- EPFL Machine Learning LabcorePartnership to develop privacy-preserving, federated LLM capabilities for medical applications. Integrates large language models into Tune Insight's federated health data platform.
- Lattigo Open Source CommunitycoreOpen-source project with advisory committee and technical committee combining independent contributors and Tune Insight team members. Library implements multiparty homomorphic encryption for secure computation.
- Swiss BioRef/Reference Interval ProjectcoreMulti-site reference interval project enabling Swiss hospitals to collaborate on establishing reference values for blood test results using Tune Insight's federated platform.
- Swiss Personalized Health Network (SPHN)coreCollaboration with SPHN to implement federated health data platform across Swiss university and cantonal hospitals for secure multi-center analysis.
- Pediatric Emergency Research Network (PERN)coreTI4PEC project creating federated analysis platform for pediatric health data across hospitals in Switzerland and Italy to improve pediatric emergency care internationally.
- PHASE IV AI ConsortiumflagshipPan-European Health Data Hub initiative aligned with EHDS. Tune Insight part of consortium developing AI solutions tested in lung cancer, prostate cancer, and ischemic stroke scenarios.
Scale indicators6 records
Recent moves7 records
Expansion highlights7 records
Tune Insight competitors and assessment
Company assessmentMarket position
Competitive moat6 records
Key highlights7 records
Customer concentration
Tune Insight social profiles
Digital presenceTune Insight compliance and trust
Trust signalCompliance2 records
Tune Insight financial estimates
Financial estimateRevenue estimate
Valuation estimate
Tune Insight leadership team
Management profileNumber of profiles
Profiles8 records
Tune Insight funding detail
Funding detailFunding overview
Funding rounds6 records
Investors9 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Tune Insight M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Tune Insight
What does Tune Insight do?
Tune Insight operates a federated health data platform that enables healthcare institutions, bio-pharmaceutical companies, contract research organizations, software providers, and financial institutions to collaboratively analyze sensitive data without ever transferring, centralizing, or exposing it. The platform combines patented Multiparty Homomorphic Encryption, secure multiparty computation, differential privacy, and federated learning to support multi-centric clinical studies, real-world evidence generation, AI model validation, and fraud detection across borders.
Is Tune Insight a public or private company?
Tune Insight is a private company. It is classified as venture growth investor backed and is currently operating.
When was Tune Insight founded?
Tune Insight was founded in 2021. It employs 11 to 50 people.
Where is Tune Insight based?
Tune Insight is headquartered in Lausanne, Switzerland, in the Europe region.
How does Tune Insight make money?
Three revenue lines are on record. Platform Licensing/Subscription is the primary driver. The others are API/SDK Licensing and professional Services.
Does Tune Insight have an API?
No public API is recorded for Tune Insight.
What industry is Tune Insight in?
Tune Insight's product category is Privacy-Preserving Healthcare Data Analytics. Its primary akta.pro industry code is HLACAIAJ, Real-World Data (RWD) Platforms & Clinical Data Curation, with a secondary code of HDAAAKAI, Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs). Its NAICS code is 5415 and its SIC code is 7370.